Niranjan Pramanik, Ph.D.inTowards Data ScienceMultiple Linear Regression — with math and codeLinear regression is a form of predictive model which is widely used in many real world applications. Quite a good number of articles…Oct 14, 20191Oct 14, 20191
Niranjan Pramanik, Ph.D.inTowards Data ScienceKernel Regression — with example and codeIn this article, how kernel function is used as weighing function to build non-parametric regression model is discussed.Sep 27, 20191Sep 27, 20191
Niranjan Pramanik, Ph.D.inAnalytics VidhyaKernel Density Estimation — Kernel Construction and Bandwidth Optimization using Maximum…In this article, fundamentals about kernel function and its use to estimate kernel density is explained in detail with an exampleSep 24, 20197Sep 24, 20197
Niranjan Pramanik, Ph.D.inTowards Data ScienceGenetic Algorithm — explained step by step with exampleA step by step description of Genetic Algorithm and its application in numerical optimization problem.Sep 9, 20191Sep 9, 20191